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Michael B. Weissman
Sound educational policy recommendations require valid estimates of causal effects, but observational studies in physics education research sometimes have loosely specified causal hypotheses. The connections between the observational data and the explicit or implicit causal conclusions are sometimes misstated. The link between the causal conclusions reached and the policy recommendations made is also sometimes loose. Causal graphs are used to illustrate these issues in several papers from Physical Review Physics Education Research. For example, the core causal conclusion of one paper rests entirely on the choice of a causal direction although an unstated plausible alternative gives an exactly equal fit to the data.
Physical Review Physics Education Research: Volume 17, Issue 2, Pages 020118
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![]() <a href="https://www.per-central.org/items/detail.cfm?ID=15833">Weissman, Michael B.. "Policy recommendations from causal inference in physics education research." Phys. Rev. Phys. Educ. Res. 17, no. 2, (September 15, 2021): 020118.</a>
![]() M. Weissman, , Phys. Rev. Phys. Educ. Res. 17 (2), 020118 (2021), WWW Document, (https://doi.org/10.1103/PhysRevPhysEducRes.17.020118).
![]() M. Weissman, Policy recommendations from causal inference in physics education research, Phys. Rev. Phys. Educ. Res. 17 (2), 020118 (2021), <https://doi.org/10.1103/PhysRevPhysEducRes.17.020118>.
![]() Weissman, M. (2021, September 15). Policy recommendations from causal inference in physics education research. Phys. Rev. Phys. Educ. Res., 17(2), 020118. Retrieved March 24, 2025, from https://doi.org/10.1103/PhysRevPhysEducRes.17.020118
![]() Weissman, Michael B.. "Policy recommendations from causal inference in physics education research." Phys. Rev. Phys. Educ. Res. 17, no. 2, (September 15, 2021): 020118, https://doi.org/10.1103/PhysRevPhysEducRes.17.020118 (accessed 24 March 2025).
![]() Weissman, Michael B.. "Policy recommendations from causal inference in physics education research." Phys. Rev. Phys. Educ. Res. 17.2 (2021): 020118. 24 Mar. 2025 <https://doi.org/10.1103/PhysRevPhysEducRes.17.020118>.
![]() @article{
Author = "Michael B. Weissman",
Title = {Policy recommendations from causal inference in physics education research},
Journal = {Phys. Rev. Phys. Educ. Res.},
Volume = {17},
Number = {2},
Pages = {020118},
Month = {September},
Year = {2021}
}
![]() %A Michael B. Weissman %T Policy recommendations from causal inference in physics education research %J Phys. Rev. Phys. Educ. Res. %V 17 %N 2 %D September 15, 2021 %P 020118 %U https://doi.org/10.1103/PhysRevPhysEducRes.17.020118 %O application/pdf ![]() %0 Journal Article %A Weissman, Michael B. %D September 15, 2021 %T Policy recommendations from causal inference in physics education research %J Phys. Rev. Phys. Educ. Res. %V 17 %N 2 %P 020118 %8 September 15, 2021 %U https://doi.org/10.1103/PhysRevPhysEducRes.17.020118 Disclaimer: ComPADRE offers citation styles as a guide only. We cannot offer interpretations about citations as this is an automated procedure. Please refer to the style manuals in the Citation Source Information area for clarifications.
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